freeliuzc
6eada4929d
[Speculative Decoding]Support multi-step mtp with cudagraph ( #5624 )
...
* support multi-step mtp with cudagraph
* fix usage
* fix unit test
2025-12-22 11:34:04 +08:00
Yonghua Li
4f830aa505
[RL] provide options for whether shutdown comm group after weights cleared ( #5663 )
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* [rl] provide options for whether shutdown comm group after weights cleared
* [fix] fix args hardcode
* [fix] change args type
* [fix] add worker process args
2025-12-19 07:06:48 -08:00
yzwu
ac013803f3
[Iluvatar] Support V1_KVCACHE_SCHEDULER and paddleocr-vl rope mode ( #5555 )
2025-12-18 02:14:25 -08:00
freeliuzc
15f5112ecb
[Speculative Decoding]Support different inferseed in speculate decoding ( #5568 )
...
* fix mtp entropy drop in RL
* optimize usage and fix unit test
* optimize padding_sampling_params speed(vectorized)
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2025-12-17 16:14:29 +08:00
Yonghua Li
0c8c6369ed
[Feature] [PD Disaggregation] simplify configuration for pd-disaggregated deployment, and refactor post-init and usage for all ports ( #5415 )
...
* [feat] simplify configuration for pd-disaggregated deployment, and refactor post-init and usage for all ports
* [fix] fix some bugs
* [fix] fix rdma port for cache manager/messager
* [fix] temporarily cancel port availability check to see if it can pass ci test
* [feat] simplify args for multi api server
* [fix] fix dp
* [fix] fix port for xpu
* [fix] add tests for ports post processing & fix ci
* [test] fix test_multi_api_server
* [fix] fix rdma_comm_ports args for multi_api_server
* [fix] fix test_common_engine
* [fix] fix test_cache_transfer_manager
* [chore] automatically setting FD_ENABLE_MULTI_API_SERVER
* [fix] avoid api server from creating engine_args twice
* [fix] fix test_run_batch
* [fix] fix test_metrics
* [fix] fix splitwise connector init
* [test] add test_rdma_transfer and test_expert_service
* [fix] fix code syntax
* [fix] fix test_rdma_transfer and build wheel with rdma script
2025-12-17 15:50:42 +08:00
周周周
e29b005520
[Others] Clean code && remove GPU sync code ( #5548 )
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2025-12-16 21:09:37 +08:00
kevin
7140939c51
[BugFix] fix video bug ( #5557 )
...
* fix video bug
* add eb5 moe model
2025-12-16 20:06:50 +08:00
RAM
6fc5eccf83
[RL] R3 Support RDMA Store ( #5467 )
...
* [RL] R3 support rdma store
* refine notes
* refine code
* disable prefix cache
* support preempted task and put cpu tensor
2025-12-16 16:50:13 +08:00
Jiang-Jia-Jun
9058cc712d
Update gpu_model_runner.py
2025-12-16 11:12:07 +08:00
Jiang-Jia-Jun
075bd71272
Remove GPUMemoryChecker initialization
...
Removed memory checker initialization from GPU model runner.
2025-12-16 11:09:27 +08:00
kevin
954a145d57
[Optimization] support mm prefill batch ( #5313 )
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* support mm prefill batch
* update code
* update code
* update code
* update code
* fix encoder cache bug
* update code
* update code
* fix bug
* fix paddle ocr bug
* fix xpu bug
* update code
2025-12-11 22:21:14 +08:00
chen
747b16e021
[BugFix] Fix MTP no logprobs when enable_logprob ( #5499 )
2025-12-11 19:57:22 +08:00
Ryan
e58fed3665
[Graph Optimization][BugFix][CI] Fix 0size bug && add unitest ( #5495 )
2025-12-11 16:25:26 +08:00
chen
6289cbc434
[BugFix] fix hung when n>1 and --enable-logprob ( #5492 )
2025-12-11 10:46:27 +08:00
lizexu123
95eab9f9ee
[Feature] support stop_token_ids ( #5399 )
...
* support stop_token_ids
* fix
* delete chinese
* support both
* delete print
2025-12-09 17:49:12 +08:00
lizexu123
b0cf2c4b7a
[Feature] Support prefill batch inference for pooling models. ( #5436 )
...
* fix multi-inputs
* fix threshold
* fix threshold
* fix
* support multi-batch
* add tests
* fix test
* test
* fix
2025-12-09 16:21:00 +08:00
Nyakku Shigure
e1c4a12e34
[Graph Optimization][CINN] Use CINN in PaddleOCR-VL ViT part ( #5223 )
...
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-12-09 14:37:00 +08:00
chen
76649b45c1
[Optimization] compulte real max_logprobs in batch ( #5430 )
2025-12-09 14:15:05 +08:00
Daci
2f208db4e9
[Feature] Multimodal Model P / D Separation ( #5323 )
...
* RouterArgs port str -> int
* fix race condition [is_fetching] causing multiple fetch requests
* bugfix: Delete duplicate input_ids tensor creation
* mm pd splitwise json -> pickle5; multimodal_inputs only pos id;
debuglog f to %s
* fix ENABLE_V1_KVCACHE_SCHEDULER=0 mm model lack pos_id, ...
* update cr
* Apply suggestions from code review
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
* pre-commit fix
* rm multimodal_inputs deepcopy & fix rdma_cache_transfer.py tpsize=0
---------
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-12-09 10:47:42 +08:00
周周周
438c9f785a
[BugFix] 0 not into cuda graph to save memory ( #5426 )
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2025-12-08 16:47:44 +08:00
RAM
b2908b8e82
[New][RL] Support Rollout Routing Replay ( #5405 )
...
* [RL] Support Rollout Routing Replay
* add routing indices cache
* fix config bug and moe forward bug
* R3 Support GLM
* support eb4.5
* fix merge bug
* Apply suggestion from @Copilot
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Apply suggestion from @Copilot
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Apply suggestion from @Copilot
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Apply suggestion from @Copilot
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* add routing replay ci
* support glm topk
* support orther top_k
* fix ci bug
* pre-commit
* only support chatcmpl
* Revert "Revert "[RL] Support Rollout Routing Replay (#5321 )" (#5402 )"
This reverts commit c45e064f3d .
* Fix XPU and NPU bug
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
Co-authored-by: Yuanle Liu <yuanlehome@163.com >
2025-12-05 22:06:26 +08:00
Jiang-Jia-Jun
c45e064f3d
Revert "[RL] Support Rollout Routing Replay ( #5321 )" ( #5402 )
...
This reverts commit 96d2d4877b .
2025-12-05 20:19:39 +08:00
周周周
94c57e4175
[BugFix]remove _execute_empty_input ( #5396 )
2025-12-05 20:19:01 +08:00
RAM
96d2d4877b
[RL] Support Rollout Routing Replay ( #5321 )
...
* [RL] Support Rollout Routing Replay
* add routing indices cache
* fix config bug and moe forward bug
* R3 Support GLM
* support eb4.5
* fix merge bug
* Apply suggestion from @Copilot
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Apply suggestion from @Copilot
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Apply suggestion from @Copilot
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Apply suggestion from @Copilot
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* add routing replay ci
* support glm topk
* support orther top_k
* fix ci bug
* pre-commit
* only support chatcmpl
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
Co-authored-by: Yuanle Liu <yuanlehome@163.com >
2025-12-05 20:01:33 +08:00
Ayakouji
a8f8791668
[Optimization] Qwen2.5-VL support multi-batch prefill ( #5269 )
...
* update
* fix
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* fix dict access
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com >
2025-12-05 18:22:39 +08:00
Longzhi Wang
5cd17fd662
[Models] Add forward_meta to moe models' forward function ( #5138 )
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* [Models] Add forward_meta to moe models' forward function
* fix missing param
* fix
* fix
* fix forward_meta
* fix test and remove chunked MoE releated in config
* fix test
* fix
* fix
2025-12-04 13:26:58 +08:00
lizexu123
946025480e
[Bug fix] fix pooling models ( #5358 )
...
* fix
* fix
* fix test
* fix gpu_model_runner
---------
Co-authored-by: YuBaoku <49938469+EmmonsCurse@users.noreply.github.com >
2025-12-04 11:06:30 +08:00
lizexu123
c563eca791
[Feature] support reward model ( #5301 )
...
* Your commit message here
* add test
* update develop
* support reward
* support enable_chunk_prefill
* support bingfa
* support convert is reward
* update test
* delete print
* fix enable_thinking
* add document
* fix place
* fix test
* fix
* support enable_prefix_caching
* add no-enable_prefix-caching test
* fix
* support enable_prefix_caching
* delete print
* fix document
* fix
* fix test
* fix document and delete chinese
* udpate
* enable_thinking
* fix test
2025-12-02 14:55:31 +08:00
K11OntheBoat
2e1680838f
[PD Disaggregation] Support PD deployment of DeepSeekv3. ( #5251 )
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* Support deepseekv3 cache transfer for PD deploy
* clean some log info
---------
Co-authored-by: K11OntheBoat <“ruianmaidanglao@163.com ”>
2025-12-02 14:11:50 +08:00
Longzhi Wang
add524d80c
[Feature] support chunked moe ( #4575 )
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* [Feature] support chunked moe
* update
* update
* fix and add test
* update
* fix conflict and modity test
* fix fused_moe
* fix fused_moe
* fix docstring
* fix
* fix typo
* fix test
* fix
* fix
* fix test
* fix test
2025-12-01 15:17:18 +08:00
周周周
73886204d4
[Others] clean code ( #5235 )
2025-11-28 15:40:49 +08:00
GoldPancake
cfc5b0ccf9
[BugFix] fix mtp logprob bugs in chunk prefill ( #5244 )
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* fix mtp logprob bugs in chunk prefill
* fix
* fix
2025-11-27 11:31:29 +08:00
Daci
f25ee3a26f
[Feature] enable guided decoding ENABLE_V1_KVCACHE_SCHEDULER = 1 ( #5140 )
...
* enable guided decoding ENABLE_V1_KVCACHE_SCHEDULER = 1
* Apply suggestions from code review
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-11-26 10:22:35 +08:00
kevin
c068a4f642
[Feature] dyc8 support prefixcache ( #5125 )
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* dyc8 support prefixcache
* fix cache_trans test case
* update code
2025-11-21 19:46:26 +08:00
Yonghua Li
43097a512a
[BugFix] [PD Disaggregation] fix v1 scheduler prefill node profile run & ipc transfer protocol ( #5132 )
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* [fix] fix v1 scheduler profile run for append attention in prefill node
* [fix] skip send_signal if kv signal not inited for gpu and xpu
* [fix] extend fix to flash_attn & mla_attn
* [fix] fix v1 pd run in ipc transfer protocol
* [ci] add test for v1 pd profile run using ipc transfer protocol
* [style] fix code style check
* [style] fix code style again
* [fix] fix profile run
* [update] remove --num-gpu-blocks-override in example script
* [chore] rename forward_meta is_profiling to is_dummy_or_profile_run
2025-11-20 21:39:22 +08:00
K11OntheBoat
4a7739ec0b
Fix dummy run when use PD Disaggregation with EP inference. ( #5112 )
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Co-authored-by: K11OntheBoat <“ruianmaidanglao@163.com ”>
2025-11-18 21:09:30 +08:00
Daci
5fc12eddfe
[Optimization] xgrammar async compile, multi thread, speed up ( #4835 )
...
* xgrammar async compile, multi thread, speed up
* fix test_sampler.py & pre-commit err
* add redis version check && fix request.llm_engine_recv_req_timestamp
* xgrammar prefill & decode & v0
* fix test_gpu_prompt_logprobs.py
* add test_guided_decoding.py
* Update fastdeploy/scheduler/splitwise_scheduler.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update fastdeploy/model_executor/guided_decoding/xgrammar_backend.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Update fastdeploy/model_executor/guided_decoding/xgrammar_backend.py
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* Apply suggestions from code review
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
* fix torch xgrammar unittest env
---------
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com >
2025-11-14 18:05:26 +08:00
周周周
51b1f13547
[Executor]move batch_id_per_token ( #4853 )
2025-11-14 15:38:48 +08:00
ltd0924
5bf48de999
[KVCache] support unified cache backend ( #4903 )
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* [Feature] support unified cache backend
* fix
* fix
* fix
* fix
* Update metax_model_runner.py
* fix
* update
* Update test_moba_attention_backend.py
---------
Co-authored-by: ltd0924 <luotingdan@baidu.com >
2025-11-12 14:54:52 +08:00
周周周
da6b4c10e5
[ATTENTION] make buffer alloc as a function ( #4945 )
2025-11-11 19:17:08 +08:00
K11OntheBoat
76be598129
replace paddle.max by numpy to avoid useless error log ( #4893 )
...
Co-authored-by: K11OntheBoat <“ruianmaidanglao@163.com ”>
2025-11-11 16:28:05 +08:00
SunLei
3098aee05f
[Perf] Support tensor transmission between work and engine with zero-copy to improve efficiency ( #4839 )
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* feat(zmq): support tensor transmission with zero-copy for improved efficiency
* perf: zmq.send disable copy
* zmq recv data for debug
* convert logprobs tensor to cpu
2025-11-11 15:43:11 +08:00
chenjian
78895e2c7d
[Bug Fix] fix bug for PD EP ( #4823 )
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* fix bug for PD EP
* fix
* optimize perf for engine worker queue
* fix bug
* fix internode ll two stage
* fix for ci
* fix bug
2025-11-10 15:33:29 +08:00
chen
80aedb82ce
[BugFix] max_lgprobes=-1 maps to ori_vocab_size ( #4884 )
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* -1 ori_vobal_size
* check
* check
* check
* revert config.py
2025-11-07 22:15:40 +08:00
周周周
69fa741763
remove seq_lens_this_time ( #4821 )
2025-11-06 11:06:28 +08:00
K11OntheBoat
62dfad4a5f
[PD Disaggregation] Support Qwen3-MoE use PD + EP inference. ( #4691 )
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support Qwen-MoE PD/EP
2025-11-06 10:32:15 +08:00
周周周
876e4a8935
remove input_ids from ForwardMeta ( #4793 )
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2025-11-05 11:55:51 +08:00
chen
1c3ca48128
[Feature][Executor] GPU Model Runner Supports prompt_logprobs and max_logprobs ( #4769 )
2025-11-05 10:43:25 +08:00
freeliuzc
11398790d3
[Speculative Decoding][MTP]Support attn mask offset ( #4641 )
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* [MTP]Merge support attn (#4591 )
* support mask_offset in speculate decoding
* fix dummpy run output
* add unit test
* fix unit test import
* support attn_mask_offset in mtp mode
* add update_attn_mask op
* fix unit test && fix code-style
2025-11-03 10:08:01 +08:00
lizexu123
4ac6de9a3c
[Feature] support pooling model runner ( #4590 )
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* support qwen3-embedding
* support qwen3-embedding-0.6b
* fix
* fix bug
* fix test_return_token_ids.py and update enable_thinking
* fix mtp dummy_run
* merge develop
* fix np.float32
* delete FD_DISABLE_CHUNKED_PREFILL and FD_USE_GET_SAVE_OUTPUT_V1
* delete and build_stream_transfer_data
* fix test_update_v1:
* fix
* fix
* update dummy_run post_process
* delete test_update_v1
* fix
* fix dummy_run
* fix model_path
* fix model_path
* fix dummy_run
2025-10-31 22:32:05 +08:00